Utilities 313!¶

Nov 2020 - Feb 2025¶

Of note, the switch between CleanChoice and Pepco. It makes Feb 2021 unusually low, and June 2023 unusually high.

  • Total Spending per Month
  • Spend per Category per Month
  • Amount per Person
  • Individual Expenses
  • Tables
  • Treemap of Categories
Out[2]:
'\n(with code cells:)\njupyter nbconvert --to html --execute utilities_313_EDA.ipynb\n\n(without code cells:)\njupyter nbconvert --to html --execute --TemplateExporter.exclude_input=True utilities_313_EDA.ipynb\n'

Total Spending per Month¶

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Note the Pepco / CleanChoice data. After this, they'll be consolidated into "Electric"

Spend per Category per Month¶

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Amount per Person¶

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Out[14]:
Amount Amount_per_person
count 52.000000 52.000000
mean 389.041538 129.680513
std 85.294534 28.431511
min 194.000000 64.666667
25% 335.740000 111.913333
50% 388.600000 129.533333
75% 421.700000 140.566667
max 628.080000 209.360000 
<Figure size 1000x600 with 0 Axes>

Individual Expenses¶

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Tables¶

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Treemap of Categories¶

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